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AI for Business2 AI Governance1 AI Literacy2Claude AI0Technical AI3

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Prompt Engineering3 Agentic AI2Claude Code0Context & RAG3 AI Evals2MCP & Integrations0Responsible AI2 Workflows3

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AI LiteracyLLM Guardrails, Evals and Agentic MemoryLearn to take LLM applications from prototype to production.Quick (30–60 min) · 2.9 hoursNot yet rated22 lessons
AI LiteracyEvaluating LLM Output QualityHow to tell whether an LLM feature is actually working.Quick (30–60 min) · 3.4 hoursNot yet rated16 lessons

Matching modules

24 modules

Module 3Failure-Resilient Agent Loops
in Building Your First Production Agent · 4 lessonsai-for-engineersagentic-aiai-evalsworkflowsquickintermediate
Module 6Evaluation for Task Completion
in Building Your First Production Agent · 3 lessonsai-for-engineersai-for-data-analystsagentic-aiai-evalsquickintermediate
Module 1Start Here
in Building an Eval Harness · 1 lessonai-for-data-analystsai-evalsstandardintermediate
Module 2Foundations of Eval Harnesses
in Building an Eval Harness · 4 lessonsai-for-data-analystsai-evalsstandardintermediate
Module 3Building the Test Dataset
in Building an Eval Harness · 3 lessonsai-for-data-analystsai-evalsstandardintermediate
Module 4Writing Graders and Scoring Rubrics
in Building an Eval Harness · 4 lessonsai-for-data-analystsai-evalsstandardintermediate
Module 5Thresholds, Regressions, and Comparisons
in Building an Eval Harness · 4 lessonsai-for-data-analystsai-evalsstandardintermediate
Module 6Diagnosing Failures and Operationalizing the Harness
in Building an Eval Harness · 6 lessonsai-for-data-analystsai-evalsstandardintermediate
Module 1Why LLM Outputs Break: Understanding Prompt Drift
in Evaluating LLM Output Quality · 3 lessonsai-for-engineersai-for-product-managersai-for-data-analystsprompt-engineeringai-evalsquickfoundational
Module 2Structured Output as a Contract
in Evaluating LLM Output Quality · 3 lessonsai-for-engineersai-for-data-analystsprompt-engineeringai-evalsquickfoundational
Module 3Corrective Retries: Recovering from Validation Failures
in Evaluating LLM Output Quality · 3 lessonsai-for-engineersai-for-data-analystsprompt-engineeringai-evalsworkflowsquickintermediate
Module 4Measuring What Matters: Evaluation Metrics
in Evaluating LLM Output Quality · 4 lessonsai-for-engineersai-for-product-managersai-for-data-analystsprompt-engineeringai-evalsquickintermediate
Module 5Putting It Together: A Production-Ready Evaluation Pipeline
in Evaluating LLM Output Quality · 3 lessonsai-for-engineersai-for-product-managersai-for-data-analystsprompt-engineeringai-evalsworkflowsquickadvanced
Module 1Start Here
in How to Tell If Your AI Is Any Good · 1 lessonai-for-leadersai-evalsquickfoundational
Module 2Reading the Benchmark Landscape
in How to Tell If Your AI Is Any Good · 3 lessonsai-for-leadersai-evalsquickfoundational
Module 3From Score to Production Signal
in How to Tell If Your AI Is Any Good · 3 lessonsai-for-leadersai-evalsquickfoundational
Module 4Interrogating the Vendor
in How to Tell If Your AI Is Any Good · 4 lessonsai-for-leadersai-evalsquickfoundational
Module 2LLM Evaluation (Evals): Building Rigorous Testing Pipelines
in LLM Guardrails, Evals and Agentic Memory · 4 lessonsai-for-engineersai-for-data-analystscontext-ragai-evalsquickintermediate
Module 1Start Here
in LLM-as-Judge Lab: Calibration and Drift · 1 lessonai-for-data-analystsai-evalsworkshopadvanced
Module 2Designing and Implementing an LLM Judge
in LLM-as-Judge Lab: Calibration and Drift · 4 lessonsai-for-data-analystsai-evalsworkshopadvanced
Module 3Calibrating the Judge Against Human Raters
in LLM-as-Judge Lab: Calibration and Drift · 3 lessonsai-for-data-analystsai-evalsworkshopadvanced
Module 4Monitoring Drift and Comparing Judges
in LLM-as-Judge Lab: Calibration and Drift · 6 lessonsai-for-data-analystsai-evalsworkshopadvanced
Module 4Evaluating AI-Generated Personas
in Prompt Patterns for Product Discovery · 3 lessonsai-for-product-managersprompt-engineeringai-evalsresponsible-aiquickintermediate
Module 3How Agents Fail in Production
in What an Agent Actually Is (and What It Cannot Do) · 4 lessonsai-for-product-managersai-for-leadersai-for-foundersagentic-aiai-evalsresponsible-aiquickfoundational

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